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Ngsnet G. Hawarya
ngsnethawarya
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https://ngsnethawarya.com
ngsnethawarya
ngsnet-hawarya-68278a255
AI & ML interests
Security automation, email threat detection (SPF/DKIM/DMARC), phishing classification, anomaly detection in network traffic, and AI-assisted incident response.
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Ngsnethawarya
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Cybersecurity & AI researcher — focused on automation, foren